ARTICLES=full_articles.txt
SHUFFLED_ARTICLES=$ARTICLES.shuffle
TRAINING_SET=264
TEST_SET=74
RUNS=1
IDX="full_topic_indp"
for i in `seq 1 $RUNS`;
do
  #rl $ARTICLES > /tmp/$IDX.$SHUFFLED_ARTICLES;
  #head -$TRAINING_SET /tmp/$IDX.$SHUFFLED_ARTICLES > /tmp/train_$IDX.txt;
  #tail -$TEST_SET /tmp/$IDX.$SHUFFLED_ARTICLES > /tmp/test_$IDX.txt;
  time python -u author_classifier.py ./new.big.txt ./small.sorted.text $i > ./$IDX.prediction_details_new_data_$i.txt;
done;
